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AI CAN NOW GENERATE DESIGN SYSTEMS THAT LOOK… SURPRISINGLY CLOSE TO BIG-BRAND STANDARDS.
Using Claude Opus 4.6, you can draft:
• full brand guidelines
• visual identity rules
• 40+ marketing assets
All in a single workflow.
Here are 9 prompts I use 👇
Using Claude Opus 4.6, you can draft:
• full brand guidelines
• visual identity rules
• 40+ marketing assets
All in a single workflow.
Here are 9 prompts I use 👇
PROMPT 1: The Design System Architect
Act as Apple Principal Designer. Build a complete design system for [BRAND]. Include foundations: color system (primary, semantic, dark mode, contrast, usage), typography (9 levels, responsive scale, accessibility), 12-column grid, 8px spacing. Design 30+ components with states, anatomy, usage, accessibility, and code specs. Add patterns, design tokens JSON, principles, do’s/don’ts, and dev guide. Publish-ready.
Act as Apple Principal Designer. Build a complete design system for [BRAND]. Include foundations: color system (primary, semantic, dark mode, contrast, usage), typography (9 levels, responsive scale, accessibility), 12-column grid, 8px spacing. Design 30+ components with states, anatomy, usage, accessibility, and code specs. Add patterns, design tokens JSON, principles, do’s/don’ts, and dev guide. Publish-ready.
PROMPT 2: The Brand Identity Creator
Act as Creative Director at Pentagram. Build a complete brand identity for [COMPANY], a [INDUSTRY] brand targeting [AUDIENCE]. Include: brand strategy (story, archetype, voice matrix, messaging hierarchy), 3 logo directions + variations + usage rules, full color system (Hex, Pantone, CMYK, RGB + rationale), typography, imagery style, brand applications, and a 20-page brand book structure. Explain strategy behind every decision.
Act as Creative Director at Pentagram. Build a complete brand identity for [COMPANY], a [INDUSTRY] brand targeting [AUDIENCE]. Include: brand strategy (story, archetype, voice matrix, messaging hierarchy), 3 logo directions + variations + usage rules, full color system (Hex, Pantone, CMYK, RGB + rationale), typography, imagery style, brand applications, and a 20-page brand book structure. Explain strategy behind every decision.
#ProjectEngine
🔊 28-Day #Roundup: Feb 1-28, 2026. Detailed breakdown of progress, challenges overcome, & key milestones. Solo build in public! 🧵👇 1/5
🔊 28-Day #Roundup: Feb 1-28, 2026. Detailed breakdown of progress, challenges overcome, & key milestones. Solo build in public! 🧵👇 1/5
📈 #Progress: Started Feb 8 with core web page design via Google Docs Landscape → NotebookLM prompt → Claude Artefact. By Feb 15, announced #ProtoFounders—6-stage gaming-to-Web3 #StartupPathway. #Wireframe vibing! 🧵 2/5
💪 Challenges: Tackled FUD on project value concerning AI job freeze fears. Overcame resource gaps as solo dev by leveraging open AI tools. Noting security risks in user assessments & HTML bug fixes. 🧵 3/5
#MECFS #pwME
1/13
Some of the responses here, conspiracy claims, personal attacks, insinuations, and insults, have been far below any reasonable standard of civil discourse. I am not posting this for that audience, but for people who are suffering.
1/13
Some of the responses here, conspiracy claims, personal attacks, insinuations, and insults, have been far below any reasonable standard of civil discourse. I am not posting this for that audience, but for people who are suffering.
2/13
Disclaimer: this is not medical advice and not a treatment recommendation. It is only a report of what seems to help me personally and should be discussed with a physician.
Disclaimer: this is not medical advice and not a treatment recommendation. It is only a report of what seems to help me personally and should be discussed with a physician.
3/13
This is not evidence. At most, it is an n=1 case report based on repeated stop-and-go observations and changes in function and symptom perception.
This is not evidence. At most, it is an n=1 case report based on repeated stop-and-go observations and changes in function and symptom perception.
🚨 This might be the blueprint for true general intelligence 😳
A new paper titled “Real Deep Research for AI, Robotics, and Beyond” redefines what “understanding” means for machines.
Instead of shallow pattern matching, it introduces a framework where AI builds internal research hypotheses testing, refining, and reusing them across reasoning, robotics, and multimodal tasks.
The results are insane:
→ Outperforms GPT-4 and Gemini 2.5 on 40+ reasoning benchmarks
→ 3× faster at real-world robotics decision loops
→ Capable of multi-domain self-improvement without fine-tuning
This isn’t another incremental model it’s AI that actually learns how to do research across digital and physical environments.
If this scales, we’re looking at the blueprint for general intelligence not just in code, but in motion.
A new paper titled “Real Deep Research for AI, Robotics, and Beyond” redefines what “understanding” means for machines.
Instead of shallow pattern matching, it introduces a framework where AI builds internal research hypotheses testing, refining, and reusing them across reasoning, robotics, and multimodal tasks.
The results are insane:
→ Outperforms GPT-4 and Gemini 2.5 on 40+ reasoning benchmarks
→ 3× faster at real-world robotics decision loops
→ Capable of multi-domain self-improvement without fine-tuning
This isn’t another incremental model it’s AI that actually learns how to do research across digital and physical environments.
If this scales, we’re looking at the blueprint for general intelligence not just in code, but in motion.
The Deep Research Loop:
The paper starts with this core diagram: a 4-stage research loop (Observe → Hypothesize → Experiment → Revise).
Unlike classic LLMs that just predict text, this system iterates like a scientist.
Every loop improves reasoning and robot control accuracy by up to 27%.
The paper starts with this core diagram: a 4-stage research loop (Observe → Hypothesize → Experiment → Revise).
Unlike classic LLMs that just predict text, this system iterates like a scientist.
Every loop improves reasoning and robot control accuracy by up to 27%.
This blew my mind 🤯
The model literally builds graphs of hypotheses nodes for ideas, edges for experiments.
You can see clusters forming around new insights just like a human researcher refining a theory.
That’s not prompting that’s cognition.
The model literally builds graphs of hypotheses nodes for ideas, edges for experiments.
You can see clusters forming around new insights just like a human researcher refining a theory.
That’s not prompting that’s cognition.
🚨 Stanford just quietly dropped a bombshell on the AI industry.
They combed through 28 privacy policy documents across OpenAI, Google, Meta, Anthropic, Microsoft, and Amazon. What they found should change how you use these tools forever.
Here's what they found:👇
They combed through 28 privacy policy documents across OpenAI, Google, Meta, Anthropic, Microsoft, and Amazon. What they found should change how you use these tools forever.
Here's what they found:👇
1/ Your conversations are training data by default
Every prompt, file, and personal detail you share feeds model training the moment you hit send. No extra confirmation. No clear warning.
Every prompt, file, and personal detail you share feeds model training the moment you hit send. No extra confirmation. No clear warning.
2/ Some companies keep your data forever
Amazon, Meta, and OpenAI have no confirmed deletion timeline for certain chat data. Your most private conversations could sit on their servers indefinitely.
Amazon, Meta, and OpenAI have no confirmed deletion timeline for certain chat data. Your most private conversations could sit on their servers indefinitely.
1/ Russia's much-abused mobilised soldiers are no more: they have now reportedly all been forced to sign permanent military contracts, under penalty of death. Russian warbloggers complain that they are being exploited to keep them fighting in Ukraine. ⬇️
2/ In September-October 2022, Russia mobilised 300,000 men in response to its defeat in the Ukrainian counter-offensive in the Kharkiv region. Most of them have since been killed, but thousands still remained in Ukraine by the start of this year.
3/ From late 2025, Russian warbloggers reported that the surviving 'mobiks' were being put under intense pressure, including death threats, to force them to sign contracts. This eliminates their right to be demobilised when the war in Ukraine eventually ends.
SitRep 🇮🇱🇺🇸🇮🇷 - Day #2 - Trump expects a 4-week war
An overview of the daily events in the war between Israel-US and Iran. Most important events will be combined in this thread.
An overview of the daily events in the war between Israel-US and Iran. Most important events will be combined in this thread.
Iran confirmed Khamenei's death.
Early morning, new airstrikes continued by US-Israel.
SitRep - 01/03/26 - Attacks in Novorossyisk
An overview of the daily events in Russia's invasion of Ukraine. Ukrainian UAV's and naval drones attacked the port of Novorossyisk, hitting an oil terminal, causing significant damage and destruction.
REPOST=appreciated
1/X
An overview of the daily events in Russia's invasion of Ukraine. Ukrainian UAV's and naval drones attacked the port of Novorossyisk, hitting an oil terminal, causing significant damage and destruction.
REPOST=appreciated
1/X
Missed the latest SitRep?
As usual we start with Russian losses
I don't understand why people still pay for expensive courses.
ChatGPT can now teach you any skill in 30 days for free.
Use these prompts to replace $20,000 courses and 4-year degrees👇
ChatGPT can now teach you any skill in 30 days for free.
Use these prompts to replace $20,000 courses and 4-year degrees👇
1. Professional Skill Instructor:
“Act as a professional instructor and practitioner with deep real-world experience in [skill]. Teach me this skill from beginner to advanced level in 30 days. Focus on practical understanding, correct fundamentals, and real application instead of theory or academic explanations.”
“Act as a professional instructor and practitioner with deep real-world experience in [skill]. Teach me this skill from beginner to advanced level in 30 days. Focus on practical understanding, correct fundamentals, and real application instead of theory or academic explanations.”
2. The 30-Day Skill Roadmap:
“Create a detailed 30-day learning roadmap for mastering [skill]. Break it into daily or weekly stages, explain what to learn, what to practice, and what outcome I should achieve at each stage to progress correctly.”
“Create a detailed 30-day learning roadmap for mastering [skill]. Break it into daily or weekly stages, explain what to learn, what to practice, and what outcome I should achieve at each stage to progress correctly.”
1/ Daily Tactical Update: Today's update is another brief look at the development of Operations Epic Fury, Lion's Roar, and True Promise IV. The rapid, unprecedented escalation of Operation Epic Fury is already the subject of rigorous analysis by analysts, strategists, and operations researchers. Although still only within the initial 48 hours of the onset of hostilities, the current course of operations reveals a stark, alarming divergence between the tactical military successes celebrated by the allied coalition and the campaign's long-term strategic geopolitical viability.
Over the next two weeks, expect extreme volatility and reactive escalations across all four theaters. In the Middle East, Iran’s surviving Islamic Revolutionary Guard Corps (IRGC) leadership will likely decentralize command, pressuring its proxy network—specifically Hezbollah in Lebanon, Shia militias in Iraq, and the Houthis in Yemen—to launch sustained, asymmetric swarm attacks against U.S. and Israeli assets and commercial shipping. #IranWar #Iran #EpicFury #LionsRoar #TruePromise4
Over the next two weeks, expect extreme volatility and reactive escalations across all four theaters. In the Middle East, Iran’s surviving Islamic Revolutionary Guard Corps (IRGC) leadership will likely decentralize command, pressuring its proxy network—specifically Hezbollah in Lebanon, Shia militias in Iraq, and the Houthis in Yemen—to launch sustained, asymmetric swarm attacks against U.S. and Israeli assets and commercial shipping. #IranWar #Iran #EpicFury #LionsRoar #TruePromise4
2/ Operation Epic Fury, D+1: By 0930 EST 01 MAR, joint operations had reached a staggering operational tempo. The Israeli Defense Forces (IDF) declared the successful attainment of total air superiority over Iranian airspace, a monumental logistical and tactical achievement that permitted allied aircraft to operate directly above high-value targets in Tehran and beyond without prohibitive interference from Iranian integrated air defense systems (IADS).
This air superiority was likely facilitated by sophisticated, concurrent offensive cyber operations. Operational models suggest that cyber-effects were brought to bear in the initial 48 hours to blind Iranian early-warning radars, disrupt automated launch sequences, and sever the digital connective tissue of the Islamic Revolutionary Guard Corps (IRGC) command networks, thereby enabling the kinetic strikes to penetrate unmolested. #EpicFury #IsraeliAirForce
This air superiority was likely facilitated by sophisticated, concurrent offensive cyber operations. Operational models suggest that cyber-effects were brought to bear in the initial 48 hours to blind Iranian early-warning radars, disrupt automated launch sequences, and sever the digital connective tissue of the Islamic Revolutionary Guard Corps (IRGC) command networks, thereby enabling the kinetic strikes to penetrate unmolested. #EpicFury #IsraeliAirForce
3/ Operation True Promise IV: Despite the catastrophic loss of its Supreme Leader and the decimation of its centralized C2 nodes, the Iranian military and the IRGC Aerospace Force demonstrated a remarkably resilient, albeit degrading, decentralized operational capacity. Executing a pre-planned retaliatory campaign designated "Operation True Promise IV," Iran launched a massive, multi-vector saturation attack encompassing approximately 420 ballistic missiles and loitering munitions (drone swarms) across nine separate nations and maritime domains.
This response highlights the inherent survivability of Iran's deeply buried missile silos and the autonomy granted to localized IRGC commanders in the event of a communications severance with Tehran. The Iranian targeting calculus rapidly evolved from counterforce strikes aimed purely at military installations to expansive counter-value strikes designed to inflict maximum psychological and economic damage upon U.S. allies. #TruePromise4 #uaeattack #IranWar #Iran
This response highlights the inherent survivability of Iran's deeply buried missile silos and the autonomy granted to localized IRGC commanders in the event of a communications severance with Tehran. The Iranian targeting calculus rapidly evolved from counterforce strikes aimed purely at military installations to expansive counter-value strikes designed to inflict maximum psychological and economic damage upon U.S. allies. #TruePromise4 #uaeattack #IranWar #Iran
Holy shit... Stanford, MIT, Harvard, and Google are giving away their ENTIRE AI & ML curriculum for free.
We're talking courses that cost $50,000+/year on campus.
Here are 15 best for 2026 from ML foundations to building LLMs from scratch.
Here's the full list: 🧵
We're talking courses that cost $50,000+/year on campus.
Here are 15 best for 2026 from ML foundations to building LLMs from scratch.
Here's the full list: 🧵
1. Stanford CS229 -- Machine Learning
- By Andrew Ng
- THE gold standard ML course
- Covers supervised/unsupervised learning, neural networks, and reinforcement learning
youtube.com/playlist?list=…
- By Andrew Ng
- THE gold standard ML course
- Covers supervised/unsupervised learning, neural networks, and reinforcement learning
youtube.com/playlist?list=…
2. Stanford CS229M -- Machine Learning Theory
- The mathematical foundations behind ML
- Probability, optimization, generalization
- Perfect complement to CS229
youtube.com/playlist?list=…
- The mathematical foundations behind ML
- Probability, optimization, generalization
- Perfect complement to CS229
youtube.com/playlist?list=…
HAPPENING NOW: Ottawa just quietly signed a deal that could rewrite who really owns Metro Vancouver and they buried it in a fisheries press release.
Vancouver, Richmond, Burnaby, New West all in the blast radius.
This is NOT normal. 🧵
Vancouver, Richmond, Burnaby, New West all in the blast radius.
This is NOT normal. 🧵
Feb 20, 2026, the feds announced three historic agreements with the Musqueam Band:
Rights Recognition Agreement
Stewardship Agreement
Fisheries Agreement
Inside the bureaucratic fluff: Ottawa recognizes Musqueam’s Aboriginal rights, including title, within traditional territory
Rights Recognition Agreement
Stewardship Agreement
Fisheries Agreement
Inside the bureaucratic fluff: Ottawa recognizes Musqueam’s Aboriginal rights, including title, within traditional territory
Musqueam’s mapped traditional territory isn’t a patch of forest.
It covers huge chunks of Vancouver, West Van, Burnaby, Richmond, Delta, New West and more basically the urban and economic core of the Lower Mainland.
Ottawa says including title, that’s ownership language.
It covers huge chunks of Vancouver, West Van, Burnaby, Richmond, Delta, New West and more basically the urban and economic core of the Lower Mainland.
Ottawa says including title, that’s ownership language.
